Compared with the item response theory(IRT),Cognitive Diagnosis(CD)can provide more meticulous and abundant diagnostic information,so it is deeply respected by researchers at home and abroad,and has become the core of the modern psychological measurement theory.Cognitive diagnostic models(CDMs)are core technologies of realizing diagnostic functions,and directly determine the accuracy and validity of cognitive diagnosis.From the perspective of the model classification,the model metrology characteristics,the model assumptions,the applicable scope of the model and the mathematical transformation relationship between models,the paper sums up,reviews and evaluates more than 10 kinds of common parameterized model of cognitive diagnosis,and provides an important reference for the actual users in cognitive diagnosis model comparison and selection.